{ "_id": "6a1ee616b401979e734114b2", "Package": "gelnet", "Version": "1.3.0", "Date": "2018-12-01", "License": "GPL (>= 3)", "Title": "Generalized Elastic Nets", "Description": "Implements several extensions of the elastic net\nregularization scheme. These extensions include individual\nfeature penalties for the L1 term, feature-feature penalties\nfor the L2 term, as well as translation coefficients for the\nlatter.", "Author": "Artem Sokolov", "Maintainer": "Artem Sokolov ", "Encoding": "UTF-8", "VignetteBuilder": "knitr", "RoxygenNote": "6.1.1", "Repository": "https://artemsokolov.r-universe.dev", "Date/Publication": "2025-09-20 02:50:07 UTC", "RemoteUrl": "https://github.com/artemsokolov/gelnet", "RemoteRef": "HEAD", "RemoteSha": "6fd99171af0912a6d8f8b74199ff8dd67e690e85", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-18 10:12:34 UTC", "User": "root" }, "MD5sum": "191efb42be86bcb7df4700c626329f65", "_user": "artemsokolov", "_type": "src", "_file": "gelnet_1.3.0.tar.gz", "_fileid": "e1db50b40892aa5aa20ad30d836a72b61afd5b054c06a545e6e389e7c6de3a1d", "_filesize": 293358, "_sha256": "e1db50b40892aa5aa20ad30d836a72b61afd5b054c06a545e6e389e7c6de3a1d", "_created": "2026-05-18T10:12:34.000Z", "_published": "2026-06-02T14:17:58.613Z", "_distro": "noble", "_jobs": [ { "job": 79092242526, "time": 151, "config": "linux-devel-arm64", "r": "4.7.0", "check": "WARNING", "artifact": "7055104203" }, { "job": 79092242186, "time": 152, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "WARNING", "artifact": "7055104515" }, { "job": 79092242386, "time": 136, "config": "linux-release-arm64", "r": "4.6.0", "check": "WARNING", "artifact": "7055098989" }, { "job": 79092242408, "time": 155, "config": "linux-release-x86_64", "r": "4.6.0", "check": "WARNING", "artifact": "7055105421" }, { "job": 79092242802, "time": 207, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "WARNING", "artifact": "7055114757" }, { "job": 79092242751, "time": 514, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "WARNING", "artifact": "7055206391" }, { "job": 79092242350, "time": 171, "config": "macos-release-arm64", "r": "4.6.0", "check": "WARNING", "artifact": "7055102447" }, { "job": 79092242227, "time": 300, "config": "macos-release-x86_64", "r": "4.6.0", "check": "WARNING", "artifact": "7055139954" }, { "job": 79092241254, "time": 203, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7055053690" }, { "job": 79092240610, "time": 143, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7360327355" }, { "job": 79092242256, "time": 85, "config": "windows-devel", "r": "4.7.0", "check": "FAIL", "artifact": "" }, { "job": 79092242216, "time": 131, "config": "windows-oldrel", "r": "4.5.3", "check": "FAIL", "artifact": "" }, { "job": 79092242553, "time": 93, "config": "windows-release", "r": "4.6.0", "check": "FAIL", "artifact": "" } ], "_buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/26027036120", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/artemsokolov/gelnet", "_commit": { "id": "6fd99171af0912a6d8f8b74199ff8dd67e690e85", "author": "Artem Sokolov ", "committer": "Artem Sokolov ", "message": "Mount Docker socket\n\nCo-authored-by: Ona \n", "time": 1758336607 }, "_maintainer": { "name": "Artem Sokolov", "email": "artem.sokolov@gmail.com", "login": "artemsokolov", "description": "", "uuid": 1377144 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "Rcpp", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "tidyverse", "role": "Suggests" }, { "package": "rlang", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "artemsokolov", "_selfowned": true, "_usedby": 1, "_updates": [ { "week": "2025-38", "n": 2 } ], "_tags": [], "_stars": 3, "_contributors": [ { "user": "artemsokolov", "count": 58, "uuid": 1377144 } ], "_userbio": { "uuid": 1377144, "type": "user", "name": "Artem Sokolov" }, "_downloads": { "count": 218, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/gelnet" }, "_mentions": 3, "_devurl": "https://github.com/artemsokolov/gelnet", "_searchresults": 30, "_topics": [ "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/gelnet.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/artemsokolov/gelnet", "_realowner": "artemsokolov", "_cranurl": true, "_releases": [ { "version": "1.0", "date": "2015-02-03" }, { "version": "1.1", "date": "2015-05-14" }, { "version": "1.2", "date": "2015-08-15" }, { "version": "1.2.1", "date": "2016-04-05" } ], "_exports": [ "adj2lapl", "adj2nlapl", "gel_init", "gelnet", "gelnet_blr_obj", "gelnet_blr_opt", "gelnet_cv", "gelnet_lin_obj", "gelnet_lin_opt", "gelnet_oclr_obj", "gelnet_oclr_opt", "gelnet_train", "gelnet.ker", "L1_ceiling", "model_blr", "model_lin", "model_oclr", "perturb.gelnet", "rglz_L1", "rglz_L2", "rglz_nf" ], "_help": [ { "page": "plus-.geldef", "title": "Composition operator for GELnet model definition", "topics": [ "+.geldef" ] }, { "page": "adj2lapl", "title": "Generate a graph Laplacian", "topics": [ "adj2lapl" ] }, { "page": "adj2nlapl", "title": "Generate a normalized graph Laplacian", "topics": [ "adj2nlapl" ] }, { "page": "gel_init", "title": "Initializer for GELnet models", "topics": [ "gel_init" ] }, { "page": "gelnet", "title": "GELnet model definition", "topics": [ "gelnet" ] }, { "page": "gelnet_blr_obj", "title": "Binary logistic regression objective function", "topics": [ "gelnet_blr_obj" ] }, { "page": "gelnet_blr_opt", "title": "GELnet optimizer for binary logistic regression", "topics": [ "gelnet_blr_opt" ] }, { "page": "gelnet_cv", "title": "k-fold cross-validation for parameter tuning.", "topics": [ "gelnet_cv" ] }, { "page": "gelnet_lin_obj", "title": "Linear regression objective function", "topics": [ "gelnet_lin_obj" ] }, { "page": "gelnet_lin_opt", "title": "GELnet optimizer for linear regression", "topics": [ "gelnet_lin_opt" ] }, { "page": "gelnet_oclr_obj", "title": "One-class logistic regression objective function", "topics": [ "gelnet_oclr_obj" ] }, { "page": "gelnet_oclr_opt", "title": "GELnet optimizer for one-class logistic regression", "topics": [ "gelnet_oclr_opt" ] }, { "page": "gelnet_train", "title": "Trains a GELnet model", "topics": [ "gelnet_train" ] }, { "page": "gelnet.ker", "title": "Kernel models for linear regression, binary classification and one-class problems.", "topics": [ "gelnet.ker" ] }, { "page": "L1_ceiling", "title": "The largest meaningful value of the L1 parameter", "topics": [ "L1_ceiling" ] }, { "page": "model_blr", "title": "Binary logistic regression", "topics": [ "model_blr" ] }, { "page": "model_lin", "title": "Linear regression", "topics": [ "model_lin" ] }, { "page": "model_oclr", "title": "One-class logistic regression", "topics": [ "model_oclr" ] }, { "page": "perturb.gelnet", "title": "Perturbs a GELnet model", "topics": [ "perturb.gelnet" ] }, { "page": "rglz_L1", "title": "L1 regularizer", "topics": [ "rglz_L1" ] }, { "page": "rglz_L2", "title": "L2 regularizer", "topics": [ "rglz_L2" ] }, { "page": "rglz_nf", "title": "Alternative L1 regularizer", "topics": [ "rglz_nf" ] } ], "_readme": "https://github.com/artemsokolov/gelnet/raw/HEAD/README.md", "_rundeps": [ "Rcpp", "RcppArmadillo" ], "_sysdeps": [ { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_score": 4.607455023214669, "_indexed": true, "_nocasepkg": "gelnet", "_universes": [ "artemsokolov" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.3.0", "date": "2026-05-18T10:15:09.000Z", "distro": "noble", "arch": "aarch64", "commit": "6fd99171af0912a6d8f8b74199ff8dd67e690e85", "fileid": "b85f78d663f6e92a7b56a1e4134d817fbcd00ddb0c54ec19586cefeb58aaaab8", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/26027036120" }, { "r": "4.7.0", "os": "linux", "version": "1.3.0", "date": "2026-05-18T10:15:11.000Z", "distro": "noble", "arch": "x86_64", "commit": "6fd99171af0912a6d8f8b74199ff8dd67e690e85", "fileid": "c0b3a1b6d2e77e2b79e99cf60d2047b06be744c6a22313a8844af231650d45a7", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/26027036120" }, { "r": "4.6.0", "os": "linux", "version": "1.3.0", "date": "2026-05-18T10:14:54.000Z", "distro": "noble", "arch": "aarch64", "commit": "6fd99171af0912a6d8f8b74199ff8dd67e690e85", "fileid": "1b18b63a9e4813c2a4fb62fd901682839e2c198b997572b24ee3b0ab609bb03e", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/26027036120" }, { "r": "4.6.0", "os": "linux", "version": "1.3.0", "date": "2026-05-18T10:15:09.000Z", "distro": "noble", "arch": "x86_64", "commit": "6fd99171af0912a6d8f8b74199ff8dd67e690e85", "fileid": "6c966fb773744efdd5a0d50d4637acb9e76d9f93b8f9825c0d093a54db5d6a09", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/26027036120" }, { "r": "4.5.3", "os": "mac", "version": "1.3.0", "date": "2026-05-18T10:15:29.000Z", "arch": "aarch64", "commit": "6fd99171af0912a6d8f8b74199ff8dd67e690e85", "fileid": "77632487d075507b9af8026b50e7facd7d35a68810f41830d68e89961266c22c", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/26027036120" }, { "r": "4.5.3", "os": "mac", "version": "1.3.0", "date": "2026-05-18T10:19:13.000Z", "arch": "x86_64", "commit": "6fd99171af0912a6d8f8b74199ff8dd67e690e85", "fileid": "37425204c6d70308f0fe102976297c61ad25affc9f3d3f07802bf9247c607e54", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/26027036120" }, { "r": "4.6.0", "os": "mac", "version": "1.3.0", "date": "2026-05-18T10:14:55.000Z", "arch": "aarch64", "commit": "6fd99171af0912a6d8f8b74199ff8dd67e690e85", "fileid": "461cc9c3665add897f9420767880db0179d15cd0c5da61a8da93295e495f053f", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/26027036120" }, { "r": "4.6.0", "os": "mac", "version": "1.3.0", "date": "2026-05-18T10:16:06.000Z", "arch": "x86_64", "commit": "6fd99171af0912a6d8f8b74199ff8dd67e690e85", "fileid": "142b5a0a81b57c7e10a53f4934f4af151f8e40063d08a937385a5a99885caa53", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/26027036120" }, { "r": "4.6.0", "os": "wasm", "version": "1.3.0", "date": "2026-06-02T14:17:27.000Z", "arch": "emscripten", "commit": "6fd99171af0912a6d8f8b74199ff8dd67e690e85", "fileid": "6578371a4c22af1854927e8a589e8c098c12a9607bfea5e02b64f96c268d9573", "status": "success", "buildurl": "https://github.com/r-universe/artemsokolov/actions/runs/26027036120" } ] }